[HTML][HTML] A survey of latest Wi-Fi assisted indoor positioning on different principles

J Dai, M Wang, B Wu, J Shen, X Wang - Sensors, 2023 - mdpi.com
As the location-based service (LBS) plays an increasingly important role in real life, the topic
of positioning attracts more and more attention. Under different environments and principles …

Deep AI enabled ubiquitous wireless sensing: A survey

C Li, Z Cao, Y Liu - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
With the development of the Internet of Things (IoT), many kinds of wireless signals (eg, Wi-
Fi, LoRa, RFID) are filling our living and working spaces nowadays. Beyond communication …

NELoRa: Towards ultra-low SNR LoRa communication with neural-enhanced demodulation

C Li, H Guo, S Tong, X Zeng, Z Cao, M Zhang… - Proceedings of the 19th …, 2021 - dl.acm.org
Low-Power Wide-Area Networks (LPWANs) are an emerging Internet-of-Things (IoT)
paradigm marked by low-power and long-distance communication. Among them, LoRa is …

Nerf2: Neural radio-frequency radiance fields

X Zhao, Z An, Q Pan, L Yang - Proceedings of the 29th Annual …, 2023 - dl.acm.org
Although Maxwell discovered the physical laws of electromagnetic waves 160 years ago,
how to precisely model the propagation of an RF signal in an electrically large and complex …

Uloc: Low-power, scalable and cm-accurate uwb-tag localization and tracking for indoor applications

M Zhao, T Chang, A Arun… - Proceedings of the …, 2021 - dl.acm.org
A myriad of IoT applications, ranging from tracking assets in hospitals, logistics, and
construction industries to indoor tracking in large indoor spaces, demand centimeter …

Paving the way with machine learning for seamless indoor–outdoor positioning: A survey

M Mallik, AK Panja, C Chowdhury - Information Fusion, 2023 - Elsevier
Seamless positioning and navigation requires an integration of outdoor and indoor
positioning systems. Until recently, these systems mostly function in-silos. Though GNSS …

Indoor localization using data augmentation via selective generative adversarial networks

W Njima, M Chafii, A Chorti, RM Shubair… - IEEE access, 2021 - ieeexplore.ieee.org
Several location-based services require accurate location information in indoor
environments. Recently, it has been shown that deep neural network (DNN) based received …

OrchLoc: In-orchard localization via a single LoRa gateway and generative diffusion model-based fingerprinting

K Yang, Y Chen, W Du - Proceedings of the 22nd Annual International …, 2024 - dl.acm.org
In orchards, tree-level localization of robots is critical for smart agriculture applications like
precision disease management and targeted nutrient dispensing. However, prior solutions …

Efficient resource management in 6G communication networks using hybrid quantum deep learning model

M Ashwin, AS Alqahtani, A Mubarakali… - Computers and Electrical …, 2023 - Elsevier
The sixth generation (6G) wireless communication network is expected to provide wide-
ranging coverage, short latency, cost effectiveness, lower power consumption, and a high …

Wi-Drone: Wi-Fi-based 6-DoF tracking for indoor drone flight control

G Chi, Z Yang, J Xu, C Wu, J Zhang, J Liang… - Proceedings of the 20th …, 2022 - dl.acm.org
After years of boom, drones and their applications are now entering indoors. Six-degree-of-
freedom (6-DoF) pose tracking is the core of drone flight control, but existing solutions …